Projects per year
Personal profile
Education
- 2015 PhD, Graduate Institute of Networking and Multimedia, National Taiwan University
Research Interests
- Big Data Mining and Analytics
- Machine Learning
- Sensor Network Computing
- Smart City and Internet of Things Applications
- Social Network Analysis
- Spatial-Temporal Information Computing
- Urban Science and Computing
Experience
- 2013/1~2013/9 Research Intern, Microsoft Research Asia, Beijing, China
- 2015/7~2015/8 Visiting Scholar, Graduate School of Culture Technology, Korea Advanced Institute of Science and Technology (KAIST), Korea
- 2015/8~2016/7 Mandatory Military Service, Air Force Institute of Technology
- 2016/8~present Assistant Professor, Department of Electrical Engineering, National Cheng Kung University
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 10 Reduced Inequalities -
SDG 11 Sustainable Cities and Communities -
SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 5 Finished
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A Two-Stage Anomaly-Aware Framework for Robust Traffic Forecasting with Memory-Guided GNNs
Li, P. X., Chou, C. R., Tsai, J. W. & Hsieh, H. P., 2026 Feb 21, WSDM 2026 - Proceedings of the 19th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 1180-1184 5 p. (WSDM 2026 - Proceedings of the 19th ACM International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access1 Link opens in a new tab Citation (Scopus) -
Dengue Risk Detection and Observation System
Lee, H. W., Lee, T. C., Hsieh, H. P., Li, P. X., Tsao, C. C., Chang, A., Lai, P. J. & Lu, Z., 2026, Proceedings of the 7th International Conference on Knowledge Innovation and Invention, Volume 1 - Proceedings of ICKII 2024, Volume 1. Meen, T.-H., Yang, C.-F. & Chang, C.-Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 119-126 8 p. (Lecture Notes in Electrical Engineering; vol. 1481 LNEE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Enhancing POI Recommendation through Global Graph Disentanglement with POI Weighted Module
Li, P. X., Chou, C. R., Liang, W. Y., Lin, F. & Hsieh, H. P., 2026 Jun, In: ACM Transactions on Intelligent Systems and Technology. 17, 3, 70.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
From Thought to Action: An Interactive Platform for Inspecting Strategic Reasoning in LLMs
Tsai, D. L., Hsieh, M. C., Shih, Y. H., Chung, Y. G., Tsai, M. H. & Hsieh, H. P., 2026 May 24, AAMAS 2026 - Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems. Association for Computing Machinery, Inc, p. 4068-4070 3 p. (AAMAS 2026 - Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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G-SEIR: A Graph-Enhanced Epidemic Forecasting System for Dengue Intervention
Chou, C. R., Tsai, S. P., Huang, J. Z., Tu, H. H., Li, P. X. & Hsieh, H. P., 2026 May 28, WWW Companion 2026 - Companion Proceedings of the ACM Web Conference 2026. Association for Computing Machinery, Inc, p. 108-111 4 p. (WWW Companion 2026 - Companion Proceedings of the ACM Web Conference 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access